Machine Translation

Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation ACL 2026 Learning Effective Sign Features without Text for Gloss-free Sign Language Translation CVPR 2026 MMTIT-Bench: A Multilingual and Multi-Scenario Benchmark with Cognition-Perception-Reasoning Guided Text-Image Machine Translation CVPR 2026 NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs ACL 2026 PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation ACL 2026 Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation ACL 2026 WIGVO: Real-Time Bidirectional Speech Translation over Legacy PSTN Calls via Dual-Session Echo Gating ACL 2026 A Multi-Dialectal Dataset for German Dialect ASR and Dialect-to-Standard Speech Translation Interspeech 2025 From Speech Science to Language Transparence Interspeech 2025 Letting Uncertainty Guide Your Multimodal Machine Translation UAI 2025 Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context EMNLP 2025 Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation Interspeech 2025 Scaling pseudo-labeling data for end-to-end low-resource speech translation (the case of Kurdish language) Interspeech 2025 SCRIBAL: A Digital Transcription Tool in Higher Education Interspeech 2025 SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation SemEval 2025 Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs SemEval 2025 UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SemEval 2025 Analyzing Context Contributions in LLM-based Machine Translation EMNLP 2024 An interpretable error correction method for enhancing code-to-code translation ICLR 2024 ASTRA: Automatic Schema Matching using Machine Translation EMNLP 2024 Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024 Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024 MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods ICLR 2024 Sign Language Translation with Sentence Embedding Supervision ACL 2024 Sparse MoE with Language Guided Routing for Multilingual Machine Translation ICLR 2024